MEMS based energy harvesting controler using fuzzy logic
This paper presents the design and simulation of MEMS based energy harvester controller. Energy harvesting from physical motion such as finger motion, heart beating, walking and runningare becoming so important now-a-days.In this studyoutputsvoltage and currentof the MEMS based energy harvestercan b...
Gespeichert in:
Veröffentlicht in: | Journal of engineering research and technology 2015, Vol.2 (3), p.175-180 |
---|---|
Hauptverfasser: | , , , |
Format: | Artikel |
Sprache: | eng |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 180 |
---|---|
container_issue | 3 |
container_start_page | 175 |
container_title | Journal of engineering research and technology |
container_volume | 2 |
creator | Wasim, Muhammad Faysal Ali, Basit Ashraf, Muhammad Wasim Tayyaba, Shahzadi |
description | This paper presents the design and simulation of MEMS based energy harvester controller. Energy harvesting from physical motion such as finger motion, heart beating, walking and runningare becoming so important now-a-days.In this studyoutputsvoltage and currentof the MEMS based energy harvestercan be controlled by using fuzzy logic based control system. A newway of controlling the outputs by changing the inputshas been proposedin this study. The system has been developed in MATLAB using fuzzy logic Mamdani model.Two inputs pressure and area have been selected.The three membership functions to the input parameters havebeen assigned. The twooutputslikevoltage and currentareselected for output power. Three membership functions are also assigned to the outputs. The system works according to the rules defined in the fuzzy inference system(FIS). The results according to suggested rules belonging to assigned MFs have been displayed in surface viewer.Different rules of combinations were defined in MATLAB rule editor and we used AND logic for simula-tion. The rsults obtained from fuzzy logic controller have been verified by using Mamdani’s formula for specific values of the inputs and the outputs. As there is only 1% error for both the outputs, current and voltage, this shows that the system performs very well. |
format | Article |
fullrecord | <record><control><sourceid>emarefa</sourceid><recordid>TN_cdi_emarefa_primary_720842</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>720842</sourcerecordid><originalsourceid>FETCH-emarefa_primary_7208423</originalsourceid><addsrcrecordid>eNpjYuA0MjY00jUyNjBnQWJzMPAWF2cZGBgYGpsYGZgYczJY-Lr6BiskJRanpiik5qUWpVcqZCQWlaUWl2TmpSsk5-eVFOXnpBYplBaD-GmlVVWVCjn56ZnJPAysaYk5xam8UJqbQdbNNcTZQzc1N7EoNS0xvqAoE8iqjDc3MrAwMTImJA8A5BY0DQ</addsrcrecordid><sourcetype>Publisher</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>MEMS based energy harvesting controler using fuzzy logic</title><source>DOAJ Directory of Open Access Journals</source><source>EZB Electronic Journals Library</source><creator>Wasim, Muhammad Faysal ; Ali, Basit ; Ashraf, Muhammad Wasim ; Tayyaba, Shahzadi</creator><creatorcontrib>Wasim, Muhammad Faysal ; Ali, Basit ; Ashraf, Muhammad Wasim ; Tayyaba, Shahzadi</creatorcontrib><description>This paper presents the design and simulation of MEMS based energy harvester controller. Energy harvesting from physical motion such as finger motion, heart beating, walking and runningare becoming so important now-a-days.In this studyoutputsvoltage and currentof the MEMS based energy harvestercan be controlled by using fuzzy logic based control system. A newway of controlling the outputs by changing the inputshas been proposedin this study. The system has been developed in MATLAB using fuzzy logic Mamdani model.Two inputs pressure and area have been selected.The three membership functions to the input parameters havebeen assigned. The twooutputslikevoltage and currentareselected for output power. Three membership functions are also assigned to the outputs. The system works according to the rules defined in the fuzzy inference system(FIS). The results according to suggested rules belonging to assigned MFs have been displayed in surface viewer.Different rules of combinations were defined in MATLAB rule editor and we used AND logic for simula-tion. The rsults obtained from fuzzy logic controller have been verified by using Mamdani’s formula for specific values of the inputs and the outputs. As there is only 1% error for both the outputs, current and voltage, this shows that the system performs very well.</description><identifier>ISSN: 2312-2307</identifier><identifier>EISSN: 2312-2307</identifier><language>eng</language><publisher>Gaza, Palestine: The Islamic University-Gaza, Deanship of Research and Graduate Affairs</publisher><ispartof>Journal of engineering research and technology, 2015, Vol.2 (3), p.175-180</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780</link.rule.ids></links><search><creatorcontrib>Wasim, Muhammad Faysal</creatorcontrib><creatorcontrib>Ali, Basit</creatorcontrib><creatorcontrib>Ashraf, Muhammad Wasim</creatorcontrib><creatorcontrib>Tayyaba, Shahzadi</creatorcontrib><title>MEMS based energy harvesting controler using fuzzy logic</title><title>Journal of engineering research and technology</title><description>This paper presents the design and simulation of MEMS based energy harvester controller. Energy harvesting from physical motion such as finger motion, heart beating, walking and runningare becoming so important now-a-days.In this studyoutputsvoltage and currentof the MEMS based energy harvestercan be controlled by using fuzzy logic based control system. A newway of controlling the outputs by changing the inputshas been proposedin this study. The system has been developed in MATLAB using fuzzy logic Mamdani model.Two inputs pressure and area have been selected.The three membership functions to the input parameters havebeen assigned. The twooutputslikevoltage and currentareselected for output power. Three membership functions are also assigned to the outputs. The system works according to the rules defined in the fuzzy inference system(FIS). The results according to suggested rules belonging to assigned MFs have been displayed in surface viewer.Different rules of combinations were defined in MATLAB rule editor and we used AND logic for simula-tion. The rsults obtained from fuzzy logic controller have been verified by using Mamdani’s formula for specific values of the inputs and the outputs. As there is only 1% error for both the outputs, current and voltage, this shows that the system performs very well.</description><issn>2312-2307</issn><issn>2312-2307</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNpjYuA0MjY00jUyNjBnQWJzMPAWF2cZGBgYGpsYGZgYczJY-Lr6BiskJRanpiik5qUWpVcqZCQWlaUWl2TmpSsk5-eVFOXnpBYplBaD-GmlVVWVCjn56ZnJPAysaYk5xam8UJqbQdbNNcTZQzc1N7EoNS0xvqAoE8iqjDc3MrAwMTImJA8A5BY0DQ</recordid><startdate>2015</startdate><enddate>2015</enddate><creator>Wasim, Muhammad Faysal</creator><creator>Ali, Basit</creator><creator>Ashraf, Muhammad Wasim</creator><creator>Tayyaba, Shahzadi</creator><general>The Islamic University-Gaza, Deanship of Research and Graduate Affairs</general><scope>ADJCN</scope><scope>AHFXO</scope></search><sort><creationdate>2015</creationdate><title>MEMS based energy harvesting controler using fuzzy logic</title><author>Wasim, Muhammad Faysal ; Ali, Basit ; Ashraf, Muhammad Wasim ; Tayyaba, Shahzadi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-emarefa_primary_7208423</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><toplevel>online_resources</toplevel><creatorcontrib>Wasim, Muhammad Faysal</creatorcontrib><creatorcontrib>Ali, Basit</creatorcontrib><creatorcontrib>Ashraf, Muhammad Wasim</creatorcontrib><creatorcontrib>Tayyaba, Shahzadi</creatorcontrib><collection>الدوريات العلمية والإحصائية - e-Marefa Academic and Statistical Periodicals</collection><collection>معرفة - المحتوى العربي الأكاديمي المتكامل - e-Marefa Academic Complete</collection><jtitle>Journal of engineering research and technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wasim, Muhammad Faysal</au><au>Ali, Basit</au><au>Ashraf, Muhammad Wasim</au><au>Tayyaba, Shahzadi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>MEMS based energy harvesting controler using fuzzy logic</atitle><jtitle>Journal of engineering research and technology</jtitle><date>2015</date><risdate>2015</risdate><volume>2</volume><issue>3</issue><spage>175</spage><epage>180</epage><pages>175-180</pages><issn>2312-2307</issn><eissn>2312-2307</eissn><abstract>This paper presents the design and simulation of MEMS based energy harvester controller. Energy harvesting from physical motion such as finger motion, heart beating, walking and runningare becoming so important now-a-days.In this studyoutputsvoltage and currentof the MEMS based energy harvestercan be controlled by using fuzzy logic based control system. A newway of controlling the outputs by changing the inputshas been proposedin this study. The system has been developed in MATLAB using fuzzy logic Mamdani model.Two inputs pressure and area have been selected.The three membership functions to the input parameters havebeen assigned. The twooutputslikevoltage and currentareselected for output power. Three membership functions are also assigned to the outputs. The system works according to the rules defined in the fuzzy inference system(FIS). The results according to suggested rules belonging to assigned MFs have been displayed in surface viewer.Different rules of combinations were defined in MATLAB rule editor and we used AND logic for simula-tion. The rsults obtained from fuzzy logic controller have been verified by using Mamdani’s formula for specific values of the inputs and the outputs. As there is only 1% error for both the outputs, current and voltage, this shows that the system performs very well.</abstract><cop>Gaza, Palestine</cop><pub>The Islamic University-Gaza, Deanship of Research and Graduate Affairs</pub><tpages>6</tpages></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2312-2307 |
ispartof | Journal of engineering research and technology, 2015, Vol.2 (3), p.175-180 |
issn | 2312-2307 2312-2307 |
language | eng |
recordid | cdi_emarefa_primary_720842 |
source | DOAJ Directory of Open Access Journals; EZB Electronic Journals Library |
title | MEMS based energy harvesting controler using fuzzy logic |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-22T15%3A58%3A13IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-emarefa&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=MEMS%20based%20energy%20harvesting%20controler%20using%20fuzzy%20logic&rft.jtitle=Journal%20of%20engineering%20research%20and%20technology&rft.au=Wasim,%20Muhammad%20Faysal&rft.date=2015&rft.volume=2&rft.issue=3&rft.spage=175&rft.epage=180&rft.pages=175-180&rft.issn=2312-2307&rft.eissn=2312-2307&rft_id=info:doi/&rft_dat=%3Cemarefa%3E720842%3C/emarefa%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |